BRENDA: Browser Extension for Fake News Detection

May 27, 2020 ยท Declared Dead ยท ๐Ÿ› Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

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Authors Bjarte Botnevik, Eirik Sakariassen, Vinay Setty arXiv ID 2005.13270 Category cs.IR: Information Retrieval Cross-listed cs.AI Citations 48 Venue Annual International ACM SIGIR Conference on Research and Development in Information Retrieval Last Checked 3 months ago
Abstract
Misinformation such as fake news has drawn a lot of attention in recent years. It has serious consequences on society, politics and economy. This has lead to a rise of manually fact-checking websites such as Snopes and Politifact. However, the scale of misinformation limits their ability for verification. In this demonstration, we propose BRENDA a browser extension which can be used to automate the entire process of credibility assessments of false claims. Behind the scenes BRENDA uses a tested deep neural network architecture to automatically identify fact check worthy claims and classifies as well as presents the result along with evidence to the user. Since BRENDA is a browser extension, it facilities fast automated fact checking for the end user without having to leave the Webpage.
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